def set_up_metrics()

in generators/backend/templates/src/backend/utils/util.py [0:0]

• 15 lines of code
• 5 McCabe index (conditional complexity)

def set_up_metrics():
    """
    Configures metrics collection with OpenTelemetry.
    Configures views to filter metrics to only those starting with "semantic_kernel".
    """
    exporters = []
    if (local_endpoint):
        exporters.append(OTLPMetricExporter(endpoint=local_endpoint))
    exporters.append(AzureMonitorMetricExporter.from_connection_string(os.getenv("APPLICATIONINSIGHTS_CONNECTION_STRING")))

    metric_readers = [PeriodicExportingMetricReader(exporter, export_interval_millis=5000) for exporter in exporters]

    meter_provider = MeterProvider(
        metric_readers=metric_readers,
        resource=telemetry_resource,
        views=[
            # Dropping all instrument names except for those starting with "semantic_kernel"
            View(instrument_name="*", aggregation=DropAggregation()),
            View(instrument_name="semantic_kernel*"),
        ],
    )
    set_meter_provider(meter_provider)